Modeling and Fault Diagnosis of Interturn Short Circuit for Five-Phase Permanent Magnet Synchronous Motor

Taking advantage of the high reliability, multiphase permanent magnet synchronous motors (PMSMs), such as five-phase PMSM and six-phase PMSM, are widely used in fault-tolerant control applications. And one of the important fault-tolerant control problems is fault diagnosis. In most existing literatures, the fault diagnosis problem focuses on the three-phase PMSM. In this paper, compared to the most existing fault diagnosis approaches, a fault diagnosis method for Interturn short circuit (ITSC) fault of five-phase PMSM based on the trust region algorithm is presented. This paper has two contributions. (1) Analyzing the physical parameters of the motor, such as resistances and inductances, a novel mathematic model for ITSC fault of five-phase PMSM is established. (2) Introducing an object function related to the Interturn short circuit ratio, the fault parameters identification problem is reformulated as the extreme seeking problem. A trust region algorithm based parameter estimation method is proposed for tracking the actual Interturn short circuit ratio. The simulation and experimental results have validated the effectiveness of the proposed parameter estimation method.

[1]  M. A. Shamsi Nejad,et al.  Inter-turn stator winding fault diagnosis and determination of fault percent in PMSM , 2011, 2011 IEEE Applied Power Electronics Colloquium (IAPEC).

[2]  Yuan Xiu-gui,et al.  A Trust Region Algorithm Based on General Curve-linear Searching Direction for Unconstrained Optimization , 2011, 2011 Fourth International Conference on Intelligent Computation Technology and Automation.

[3]  Wei Zhou,et al.  A review of Permanent Magnet Synchronous Motor fault diagnosis , 2014, 2014 IEEE Conference and Expo Transportation Electrification Asia-Pacific (ITEC Asia-Pacific).

[4]  Moubarak Paul,et al.  Trust-region reflective adaptive controller for time varying systems , 2015 .

[5]  Yao Duan A review of condition monitoring and fault diagnosis for permanent magnet machines , 2012, 2012 IEEE Power and Energy Society General Meeting.

[6]  T. Sebastian,et al.  Inter winding short circuit faults in permanent magnet synchronous motors used for high performance applications , 2012, 2012 IEEE Energy Conversion Congress and Exposition (ECCE).

[7]  Luis Romeral,et al.  Modeling of Surface-Mounted Permanent Magnet Synchronous Motors With Stator Winding Interturn Faults , 2011, IEEE Transactions on Industrial Electronics.

[8]  Wei Zhang,et al.  Modeling and detecting the stator winding fault of permanent magnet synchronous motors , 2012, Simul. Model. Pract. Theory.

[9]  Jordi-Roger Riba,et al.  Inter-turn fault detection in five-phase pmsms. Effects of the fault severity , 2013, 2013 9th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED).

[10]  M. Boussak,et al.  Particle swarm optimization based fault diagnosis for non-salient PMSM with multi-phase inter-turn short circuit , 2012, CCCA12.

[11]  Rae-Young Kim,et al.  Fault diagnosis using recursive least square algorithm for permanent magnet synchronous motor drives , 2011, 8th International Conference on Power Electronics - ECCE Asia.

[12]  Jun-Hyuk Choi,et al.  A dynamic modeling and a fault detection scheme of a PMSM under an inter turn short , 2012, 2012 IEEE Vehicle Power and Propulsion Conference.

[13]  Babak Nahid-Mobarakeh,et al.  Modeling and diagnostic of incipient inter-turn faults for a three phase permanent magnet synchronous motor , 2016, 2014 IEEE Industry Application Society Annual Meeting.

[14]  Zhao Min,et al.  Nonlinear model predictive control algorithm based on filter-trust-region method , 2012, Proceedings of the 31st Chinese Control Conference.

[15]  Martin P. Foster,et al.  Modified switching‐table strategy for reduction of current harmonics in direct torque controlled dual‐three‐phase permanent magnet synchronous machine drives , 2015, IET Electric Power Applications.

[16]  M. Boussak,et al.  Modelling for non-salient PMSM with multi-phase inter-turn short circuit , 2013, 10th International Multi-Conferences on Systems, Signals & Devices 2013 (SSD13).

[17]  Leila Parsa,et al.  Recent Advances in Modeling and Online Detection of Stator Interturn Faults in Electrical Motors , 2011, IEEE Transactions on Industrial Electronics.

[18]  M. Moallem,et al.  Review of induction motor testing and monitoring methods for inter-turn stator winding faults , 2013, 2013 21st Iranian Conference on Electrical Engineering (ICEE).

[19]  Babak Nahid-Mobarakeh,et al.  Effects of Imperfect Manufacturing Process on Electromagnetic Performance and Online Interturn Fault Detection in PMSMs , 2015, IEEE Transactions on Industrial Electronics.

[20]  M. Combacau,et al.  Permanent magnets synchronous machines faults detection and identification , 2012, IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society.